API Evangelist Trend Report
The State of Where the Spend Lands
146 companies scored, every one named and banded. Kin Score median 48.8, Agent Readiness median 44.2. The newest money in marketing arrives on the least described surfaces. Retail media grew into a major channel without building a public interface layer.
Read the report →
$500
· PDF + Word + AI data bundle, instant download
Where the Spend Lands
Grouped by Kin Score band and ranked by composite score within each, with the separate agent-readiness score alongside. Click the scores on any row to open the full facet and dimension breakdown behind both numbers, and click again to close it.
search
146 providers
Exemplar 25 66+ Reference-quality API operations across every facet.
1
Bloomreach Exemplar agent ready Sold to the advertiser (buy side)
Bloomreach is a commerce experience cloud combining an e-commerce search and merchandising engine (Discovery), a marketing automation platform and customer d...
Composite
87.4
Agent
65.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 87.4/100 · exemplar
Contract Quality
20.4 / 25
Developer Ergonomics
17.0 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
10.6 / 13
Governance
10.8 / 12
Discoverability
8.7 / 10
Agent readiness — 65/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
2
Omnisend Exemplar agent ready Sold to the advertiser (buy side)
Omnisend is a Lithuanian-headquartered email and SMS marketing automation platform purpose-built for ecommerce, with first-class integrations into Shopify, B...
Composite
82.9
Agent
64.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 82.9/100 · exemplar
Contract Quality
18.6 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
13.0 / 13
Governance
9.5 / 12
Discoverability
9.3 / 10
Agent readiness — 65/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
3
Adobe Exemplar agent ready
Adobe provides APIs and developer resources for its creative, document, and experience cloud platforms. Developers can integrate with PDF services, Creative ...
Composite
82.4
Agent
70.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 82.4/100 · exemplar
Contract Quality
22.3 / 25
Developer Ergonomics
18.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
9.2 / 13
Governance
10.8 / 12
Discoverability
6.7 / 10
Agent readiness — 71/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
4
Triple Whale Exemplar agent native
E-commerce analytics and attribution platform for Shopify brands with a REST API for accessing pixel data, cohort analytics, creative metrics, and blended RO...
Composite
82.3
Agent
63.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 82.3/100 · exemplar
Contract Quality
17.7 / 25
Developer Ergonomics
17.0 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
8.9 / 13
Governance
9.5 / 12
Discoverability
9.3 / 10
Agent readiness — 63/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
5
Salesforce Exemplar agent ready
Salesforce is a cloud-based customer relationship management (CRM) platform that provides a comprehensive suite of enterprise applications for sales, service...
Composite
80.8
Agent
60.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 80.8/100 · exemplar
Contract Quality
20.3 / 25
Developer Ergonomics
18.7 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
8.2 / 13
Governance
9.6 / 12
Discoverability
8.7 / 10
Agent readiness — 61/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
6
SimilarWeb Exemplar agent ready Sold to the advertiser (buy side)
SimilarWeb is a digital intelligence platform offering a REST API for accessing website traffic estimates, audience demographics, keyword analytics, competit...
Composite
80.8
Agent
58.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 80.8/100 · exemplar
Contract Quality
19.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
8.9 / 13
Governance
9.5 / 12
Discoverability
9.3 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
7
HubSpot Exemplar agent ready Sold to the advertiser (buy side)
HubSpot is an AI-native customer platform built around the Smart CRM, unifying marketing, sales, customer service, content, commerce and operations on a sing...
Composite
79.3
Agent
63.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 79.3/100 · exemplar
Contract Quality
19.7 / 25
Developer Ergonomics
20.0 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
9.2 / 13
Governance
8.3 / 12
Discoverability
6.9 / 10
Agent readiness — 64/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
8
Listrak Exemplar agent ready Sold to both sides
Listrak is a retail customer-engagement platform whose public API surface is eight separate REST APIs served from api.listrak.com: Email (83 operations), SMS...
Composite
78.3
Agent
50.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 78.3/100 · exemplar
Contract Quality
19.5 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
17.9 / 20
Operational Transparency
11.3 / 13
Governance
10.8 / 12
Discoverability
6.7 / 10
Regulatory · Telecommunications
11.0 / 15
Agent readiness — 51/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
9
Optimizely Exemplar agent ready
Optimizely is a digital experience platform that provides A/B testing, feature flagging, content management, and commerce solutions for enterprises. Their de...
Composite
78.2
Agent
57.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 78.2/100 · exemplar
Contract Quality
20.1 / 25
Developer Ergonomics
18.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
8.2 / 13
Governance
8.7 / 12
Discoverability
7.6 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
10
Refersion Exemplar agent ready
Affiliate marketing platform for e-commerce brands providing a REST and GraphQL API for managing affiliates, tracking referrals, processing commissions, and ...
Composite
76.9
Agent
61.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 76.9/100 · exemplar
Contract Quality
19.8 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
7.9 / 13
Governance
10.8 / 12
Discoverability
8.2 / 10
Agent readiness — 61/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
11
Klaviyo Exemplar agent native
Klaviyo is a marketing automation and customer data platform built for ecommerce. Build custom integrations to bring data into Klaviyo to create personalized...
Composite
75.8
Agent
55.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 75.8/100 · exemplar
Contract Quality
18.5 / 25
Developer Ergonomics
17.0 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
9.2 / 13
Governance
7.5 / 12
Discoverability
9.3 / 10
Regulatory · Telecommunications
11.0 / 15
Agent readiness — 55/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
12
DataForSEO Exemplar agent ready Sold to the advertiser (buy side)
DataForSEO is an SEO data platform offering REST APIs for SERP results, keyword data, backlink analysis, on-page audits, domain analytics, and competitor res...
Composite
74.8
Agent
61.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 74.8/100 · exemplar
Contract Quality
18.6 / 25
Developer Ergonomics
18.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
5.8 / 13
Governance
10.8 / 12
Discoverability
9.3 / 10
Agent readiness — 61/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
13
Mirakl Exemplar agent ready Sold to the publisher (sell side)
Mirakl is the global leader in platform business innovation, providing an operating system for commerce that lets retailers, brands, and B2B distributors lau...
Composite
72.2
Agent
61.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 72.2/100 · exemplar
Contract Quality
17.2 / 25
Developer Ergonomics
16.0 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
9.9 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Agent readiness — 62/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
14
Impact Radius Exemplar agent ready Sold to the advertiser (buy side)
Impact Radius, now operating as impact.com, is a partnership management platform for managing affiliate programs, influencer and creator partnerships, and cu...
Composite
71.7
Agent
62.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 71.7/100 · exemplar
Contract Quality
16.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
16.3 / 20
Operational Transparency
12.3 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 62/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
15
Vendasta Exemplar agent ready
Vendasta is an end-to-end commerce and operating platform that lets agencies, media companies, banks, telcos and other channel partners sell digital products...
Composite
70.4
Agent
50.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 70.4/100 · exemplar
Contract Quality
15.3 / 25
Developer Ergonomics
15.1 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
10.9 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
16
Squarespace Exemplar agent native Sold to the publisher (sell side)
Squarespace is an all-in-one website building and e-commerce platform that enables individuals and businesses to create, manage, and scale their online prese...
Composite
69.8
Agent
68.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 69.8/100 · exemplar
Contract Quality
19.4 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
13.7 / 20
Operational Transparency
8.9 / 13
Governance
7.5 / 12
Discoverability
6.5 / 10
Regulatory · Payments
10.8 / 15
Agent readiness — 69/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
9.0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
17
Attentive Exemplar agent ready Sold to the advertiser (buy side)
Attentive is a martech SMS and email marketing platform for e-commerce and retail brands. Its developer platform exposes REST APIs (v1 and v2) plus a GraphQL...
Composite
69.4
Agent
44.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 69.4/100 · exemplar
Contract Quality
17.1 / 25
Developer Ergonomics
14.7 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
11.3 / 13
Governance
1.4 / 12
Discoverability
5.7 / 10
Regulatory · Telecommunications
11.0 / 15
Agent readiness — 44/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
18
Mapp Marketing Cloud Exemplar agent ready Sold to the advertiser (buy side)
Mapp is a German-headquartered marketing technology vendor whose Mapp Marketing Cloud combines cross-channel campaign execution (Mapp Engage), digital analyt...
Composite
69.0
Agent
63.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 69.0/100 · exemplar
Contract Quality
15.2 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.6 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Regulatory · Telecommunications
9.8 / 15
Agent readiness — 63/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
19
Boom Ai Exemplar agent native Sold to the advertiser (buy side)
Boom AI (useboom.ai) is a Y Combinator-backed (Fall 2025) San Francisco company building "an AI workforce for your customers" — autonomous agents that hold r...
Composite
68.1
Agent
70.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 68.1/100 · exemplar
Contract Quality
17.2 / 25
Developer Ergonomics
13.8 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.6 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Regulatory · Telecommunications
9.8 / 15
Agent readiness — 70/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
9.0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
8.0 / 8
Dry-Run / Simulate Mode
0 / 4
20
Keap Exemplar agent ready Sold to the advertiser (buy side)
Keap (formerly Infusionsoft, now part of Thryv) is a CRM, sales and marketing automation platform for small businesses that combines contact management, emai...
Composite
67.7
Agent
57.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 67.7/100 · exemplar
Contract Quality
16.5 / 25
Developer Ergonomics
17.0 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
4.8 / 13
Governance
7.5 / 12
Discoverability
8.2 / 10
Regulatory · Payments
9.4 / 15
Agent readiness — 58/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
21
Ontraport Exemplar agent native Sold to the advertiser (buy side)
Ontraport is a business automation platform combining CRM, marketing automation, email marketing, landing pages, ecommerce, and membership site capabilities ...
Composite
67.7
Agent
59.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 67.7/100 · exemplar
Contract Quality
15.3 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.6 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Regulatory · Payments
9.4 / 15
Agent readiness — 59/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
22
Adobe Suite Exemplar agent native
Adobe operates one of the largest first-party API estates in software: 70 published OpenAPI and Swagger contracts covering 2,857 operations across Creative C...
Composite
67.5
Agent
82.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 67.5/100 · exemplar
Contract Quality
14.8 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
9.2 / 13
Governance
2.5 / 12
Discoverability
8.3 / 10
Agent readiness — 82/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
23
Northbeam Exemplar agent native Sold to the advertiser (buy side)
Northbeam is a multi-touch marketing attribution platform for e-commerce brands. It joins first-party click and view data collected by its own browser pixel ...
Composite
67.0
Agent
58.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 67.0/100 · exemplar
Contract Quality
14.4 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
4.8 / 13
Governance
3.8 / 12
Discoverability
9.3 / 10
Agent readiness — 58/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
24
Sendlane Exemplar agent ready Sold to the advertiser (buy side)
Email and SMS marketing platform built for e-commerce brands, unifying email, SMS, reviews and forms in one account. The Sendlane v2 REST API manages contact...
Composite
66.6
Agent
55.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 66.6/100 · exemplar
Contract Quality
16.8 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
8.6 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 56/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
25
Antavo Exemplar agent ready Sold to the publisher (sell side)
Antavo is an enterprise loyalty management platform - the Antavo AI Loyalty Cloud - that lets brands build and run omnichannel, multi-brand, multi-country lo...
Composite
66.4
Agent
55.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 66.4/100 · exemplar
Contract Quality
15.3 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
13.2 / 20
Operational Transparency
10.9 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Strong 27 56 – 65.9 Solid contracts, transparent operations, and an easy start.
26
Friendbuy Strong agent ready
Friendbuy is a referral and loyalty marketing platform for ecommerce and direct-to-consumer brands. Merchants launch referral, loyalty, and reward campaigns ...
Composite
65.9
Agent
44.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 65.9/100 · strong
Contract Quality
17.5 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
9.9 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Agent readiness — 44/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
27
Infusionsoft (Keap) Strong agent ready Sold to the advertiser (buy side)
Infusionsoft, now branded as Keap and owned by Thryv Holdings, is a sales and marketing automation CRM built for small businesses that combines contact manag...
Composite
65.8
Agent
57.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 65.8/100 · strong
Contract Quality
16.4 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
8.9 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
28
Zaius Strong agent ready Sold to the advertiser (buy side)
Zaius is the B2C marketing customer data platform (CDP) that Optimizely acquired in 2021 and now operates as the Optimizely Data Platform (ODP). It unifies c...
Composite
65.5
Agent
45.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 65.5/100 · strong
Contract Quality
15.3 / 25
Developer Ergonomics
15.1 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
11.3 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
29
Intelligems Strong agent ready
Intelligems is an AI-powered A/B testing, pricing optimization, and personalization platform for ecommerce stores, built primarily as a Shopify app. Merchant...
Composite
64.2
Agent
57.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 64.2/100 · strong
Contract Quality
18.1 / 25
Developer Ergonomics
15.1 / 20
Commercial Clarity
13.2 / 20
Operational Transparency
7.2 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
30
ClickFunnels Strong agent ready
ClickFunnels is a sales funnel and online business platform that lets entrepreneurs build landing pages, sales funnels, checkout flows, courses, membership s...
Composite
63.9
Agent
50.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 63.9/100 · strong
Contract Quality
18.7 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
5.8 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Regulatory · Payments
8.2 / 15
Agent readiness — 51/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
31
Kentico Strong agent ready
Kentico is an enterprise .NET CMS and digital experience platform offering REST and GraphQL APIs for managing web content, e-commerce, digital marketing, and...
Composite
63.9
Agent
50.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 63.9/100 · strong
Contract Quality
10.5 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
17.4 / 20
Operational Transparency
7.9 / 13
Governance
1.5 / 12
Discoverability
9.3 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
32
Bazaarvoice Strong agent ready Sold to both sides
Bazaarvoice operates a retail and brand user-generated-content network that collects, moderates, syndicates and now makes machine-discoverable the ratings, r...
Composite
63.8
Agent
48.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 63.8/100 · strong
Contract Quality
14.0 / 25
Developer Ergonomics
14.7 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
7.2 / 13
Governance
1.4 / 12
Discoverability
8.2 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
33
Postscript Strong agent ready
Postscript is an SMS and RCS marketing platform built for Shopify brands, covering list growth, campaign and automation delivery, conversational messaging, A...
Composite
63.6
Agent
61.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 63.6/100 · strong
Contract Quality
18.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
7.2 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Regulatory · Telecommunications
7.5 / 15
Agent readiness — 61/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
34
Talkable Strong agent ready
Talkable is a referral marketing and loyalty platform that helps e-commerce and subscription brands acquire and retain customers through referral programs, l...
Composite
63.4
Agent
64.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 63.4/100 · strong
Contract Quality
16.2 / 25
Developer Ergonomics
15.1 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
5.8 / 13
Governance
1.4 / 12
Discoverability
8.2 / 10
Agent readiness — 65/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
35
ThriveCart Strong agent ready
ThriveCart is a hosted shopping cart, checkout and course platform for creators, coaches and digital-product sellers, operated by ThriveCart LLC. It sells on...
Composite
63.1
Agent
50.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 63.1/100 · strong
Contract Quality
14.9 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
9.6 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Regulatory · Payments
9.4 / 15
Agent readiness — 50/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
36
CreatorIQ Strong agent ready
CreatorIQ is an enterprise creator- and influencer-marketing platform used by brands and agencies to discover creators, build and manage a private creator ne...
Composite
62.5
Agent
51.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 62.5/100 · strong
Contract Quality
17.5 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
10.3 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Regulatory · Payments
8.4 / 15
Agent readiness — 52/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
37
CJ Affiliate Strong agent native
CJ Affiliate (formerly Commission Junction) is one of the largest affiliate marketing networks, connecting publishers with thousands of advertiser programs. ...
Composite
61.5
Agent
62.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 61.5/100 · strong
Contract Quality
18.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.6 / 20
Operational Transparency
5.1 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Agent readiness — 63/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
38
Beeketing Strong agent ready
Beeketing began as a Vietnam-founded e-commerce marketing startup (backed by 500 Global) that built conversion-optimization apps for Shopify and other online...
Composite
61.4
Agent
45.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 61.4/100 · strong
Contract Quality
12.5 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
9.2 / 13
Governance
2.5 / 12
Discoverability
8.7 / 10
Regulatory · Payments
8.2 / 15
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
39
Clerk.io Strong agent ready Sold to the advertiser (buy side)
Clerk.io is an e-commerce personalization platform that uses artificial intelligence and machine learning to deliver tailored product recommendations, on-sit...
Composite
61.1
Agent
53.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 61.1/100 · strong
Contract Quality
15.7 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
2.7 / 13
Governance
5.0 / 12
Discoverability
7.6 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
40
Gameball Strong agent native
Gameball is a customer loyalty and gamification platform that helps consumer brands turn one-time buyers into repeat customers through points, VIP tiers, ref...
Composite
60.8
Agent
59.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 60.8/100 · strong
Contract Quality
12.7 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
13.2 / 20
Operational Transparency
9.9 / 13
Governance
1.4 / 12
Discoverability
7.6 / 10
Agent readiness — 60/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
41
VigLink (Sovrn Commerce) Strong agent ready
VigLink pioneered automatic affiliate link monetization for publishers, turning ordinary product links into revenue-generating affiliate links across a netwo...
Composite
60.6
Agent
55.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 60.6/100 · strong
Contract Quality
13.9 / 25
Developer Ergonomics
15.1 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
6.8 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
42
Cordial Strong agent ready Sold to both sides
Cordial is a cross-channel marketing and customer data platform headquartered in San Diego, California, used by consumer brands to unify customer data and or...
Composite
60.4
Agent
58.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 60.4/100 · strong
Contract Quality
14.6 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
8.6 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Regulatory · Telecommunications
9.8 / 15
Agent readiness — 58/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
43
Kartra Strong agent ready Sold to the advertiser (buy side)
Kartra is an all-in-one online business platform operated by Kartra, Inc. of Las Vegas, Nevada, that bundles landing pages and funnels, email marketing with ...
Composite
60.2
Agent
52.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 60.2/100 · strong
Contract Quality
12.9 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
7.9 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Regulatory · Payments
7.0 / 15
Agent readiness — 53/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
44
Criteo Strong agent ready Sold to the publisher (sell side)
Criteo is a global commerce media company whose Retail Media, Marketing Solutions and Commerce Grid platforms let retailers, brands, agencies and partners cr...
Composite
59.4
Agent
46.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 59.4/100 · strong
Contract Quality
13.9 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
8.2 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card flavored
2.0 / 8
Dry-Run / Simulate Mode
0 / 4
45
Drip Strong agent ready Sold to the advertiser (buy side)
Drip is an email marketing and marketing automation platform built for ecommerce brands that combines subscriber management, segmentation, email campaigns, a...
Composite
59.0
Agent
46.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 59.0/100 · strong
Contract Quality
16.1 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
9.2 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 47/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
46
HookLogic (Criteo) Strong agent ready Sold to the publisher (sell side)
HookLogic was a retail-media advertising exchange and ad server that let brands buy sponsored-product placements in retailer search results (Walmart, Target,...
Composite
58.4
Agent
43.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 58.4/100 · strong
Contract Quality
13.1 / 25
Developer Ergonomics
13.4 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
11.3 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Agent readiness — 44/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
47
Bluecore Strong agent native Sold to both sides
Bluecore is a retail marketing technology platform that unifies shopper identity, behavior, and product data into a customer data platform with 20+ predictiv...
Composite
57.6
Agent
60.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 57.6/100 · strong
Contract Quality
16.8 / 25
Developer Ergonomics
11.2 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.2 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Regulatory · Telecommunications
11.0 / 15
Agent readiness — 61/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
48
Disconetwork Strong agent ready Sold to the publisher (sell side)
Disco (disconetwork.com, Disco Technology Inc.) is a commerce media network focused on the post-purchase moment. It helps ecommerce brands and platforms mone...
Composite
56.9
Agent
57.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 56.9/100 · strong
Contract Quality
15.3 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
6.8 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Agent readiness — 57/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
49
Channable Strong agent aware Sold to both sides
Channable is a feed management and marketplace integration platform that helps online retailers, brands, and agencies optimize, distribute, and advertise the...
Composite
56.7
Agent
30.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 56.7/100 · strong
Contract Quality
12.1 / 25
Developer Ergonomics
11.2 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
8.6 / 13
Governance
1.4 / 12
Discoverability
8.2 / 10
Agent readiness — 30/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
50
MCP360 Strong agent ready Sold to the advertiser (buy side)
MCP360 is a hosted unified Model Context Protocol gateway operated by Delta4 Infotech Pvt. Ltd. that gives AI agents access to 38 tool services — 106 individ...
Composite
56.5
Agent
46.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 56.5/100 · strong
Contract Quality
14.6 / 25
Developer Ergonomics
15.1 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
2.1 / 13
Governance
1.4 / 12
Discoverability
8.2 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
51
Archive Technologies Strong agent ready
Archive (Archive Technologies, Inc.) is an AI-powered creator and community marketing platform for e-commerce brands, founded in 2021 and headquartered in Mi...
Composite
56.4
Agent
45.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 56.4/100 · strong
Contract Quality
12.0 / 25
Developer Ergonomics
12.5 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
7.5 / 13
Governance
0.4 / 12
Discoverability
8.7 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples documented
1.8 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
52
Skai (Kenshoo) Strong agent ready Sold to the publisher (sell side)
Skai (formerly Kenshoo) is an AI-powered commerce media platform that helps brands and agencies centralize retail media, paid search, and paid social data, t...
Composite
56.3
Agent
54.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 56.3/100 · strong
Contract Quality
7.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
6.8 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Developing 34 42 – 55.9 Real signal across most facets with visible, nameable gaps.
53
Digioh Developing agent aware
Digioh is a US-based onsite personalization and zero-party data platform for ecommerce brands. It ships product recommendation quizzes, pop-ups, banners, sid...
Composite
55.9
Agent
33.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 55.9/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
5.8 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
54
Blng Developing agent ready Sold to the publisher (sell side)
BLNG is an AI-driven creative suite for the jewelry industry, giving jewelers, designers, brands, and retailers tools to explore, refine, and present designs...
Composite
55.3
Agent
60.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 55.3/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
5.5 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Agent readiness — 61/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
55
Constructor.io Developing agent ready Sold to the publisher (sell side)
Constructor (Constructor.io) is an AI-powered ecommerce search and product discovery platform for online retailers. Its APIs cover autocomplete/autosuggest, ...
Composite
55.0
Agent
36.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 55.0/100 · developing
Contract Quality
15.2 / 25
Developer Ergonomics
13.4 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
5.8 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
56
Wunderkind Developing agent ready
Wunderkind (formerly BounceX) is a performance marketing and identity resolution platform that turns anonymous website and mobile-app traffic into triggered,...
Composite
54.8
Agent
57.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 54.8/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
12.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
8.6 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Regulatory · Telecommunications
6.3 / 15
Agent readiness — 57/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
57
Pixc Developing agent ready Sold to the advertiser (buy side)
Pixc is an ecommerce enablement company that builds Shopify apps automating the visual busywork of running an online store — product photo resizing and AI fr...
Composite
54.3
Agent
50.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 54.3/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
1.7 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
58
Sailthru Developing agent ready Sold to both sides
Sailthru is a cross-channel relationship-marketing and personalization platform built for media, publishing, retail and e-commerce brands, unifying email, SM...
Composite
53.6
Agent
37.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 53.6/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
9.2 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Regulatory · Telecommunications
7.5 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
59
WoowUp Developing agent ready Sold to both sides
WoowUp is a customer marketing and loyalty CRM platform built for retail and ecommerce brands across Latin America. Founded in Buenos Aires and backed by 500...
Composite
53.5
Agent
51.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 53.5/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
3.4 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 52/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
60
Sovrn Developing agent ready
Sovrn is an advertising technology and content monetization company that helps online publishers, advertisers, and creators earn revenue from their websites ...
Composite
53.3
Agent
49.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 53.3/100 · developing
Contract Quality
13.2 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
8.2 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 49/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
61
Monetate Developing agent ready Sold to the publisher (sell side)
Monetate is an enterprise experience-optimization and personalization platform for ecommerce and digital businesses, delivering A/B and multivariate testing,...
Composite
53.1
Agent
43.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 53.1/100 · developing
Contract Quality
13.0 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
4.8 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 43/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
62
Involve Asia Developing agent ready Sold to the advertiser (buy side)
Involve Asia (Involve Asia Technologies Sdn. Bhd.) is a leading affiliate and partnership-marketing network across Southeast Asia and Taiwan, connecting adve...
Composite
52.4
Agent
46.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 52.4/100 · developing
Contract Quality
17.2 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
5.8 / 13
Governance
1.4 / 12
Discoverability
8.2 / 10
Agent readiness — 47/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
63
MikMak Developing agent ready Sold to the publisher (sell side)
MikMak is an eCommerce enablement and analytics platform for multichannel brands, converting shoppers across social media, retail media, brand-owned websites...
Composite
52.2
Agent
57.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 52.2/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
3.8 / 13
Governance
2.5 / 12
Discoverability
7.2 / 10
Agent readiness — 57/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
64
Hotmart Developing agent ready
Hotmart is a Brazilian creator-economy platform for producing, selling and delivering digital products — online courses, ebooks, mentorships, paid communitie...
Composite
52.1
Agent
42.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 52.1/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
12.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
9.9 / 13
Governance
0.4 / 12
Discoverability
8.2 / 10
Regulatory · Payments
7.3 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples documented
1.8 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
65
Chord Developing agent ready Sold to the advertiser (buy side)
Chord is a New York / Santa Barbara-based commerce data and AI platform founded in 2021 by Bryan Mahoney (CEO) and Henry Davis (President & Chairman), both f...
Composite
51.5
Agent
52.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 51.5/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
5.8 / 13
Governance
1.5 / 12
Discoverability
9.3 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
66
ShopMy Developing agent native Sold to the publisher (sell side)
ShopMy is a creator-commerce and influencer-marketing platform connecting top brands with content creators across beauty, fashion, and lifestyle. Creators bu...
Composite
51.1
Agent
47.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 51.1/100 · developing
Contract Quality
17.9 / 25
Developer Ergonomics
12.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
2.7 / 13
Governance
1.4 / 12
Discoverability
8.2 / 10
Agent readiness — 48/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
67
Pinoffer Developing agent ready Sold to the advertiser (buy side)
Pinoffer is the API Evangelist network profile for Convertedin (converted.in / convertedin.com), the MENA-focused marketing operating system for e-commerce f...
Composite
51.0
Agent
41.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 51.0/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
3.8 / 13
Governance
1.5 / 12
Discoverability
9.3 / 10
Regulatory · Payments
5.9 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
68
99designs Developing agent ready Sold to the publisher (sell side)
99designs by Vista is a global creative marketplace connecting clients with a worldwide network of freelance designers for logos, brand identity, web and pac...
Composite
50.9
Agent
40.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 50.9/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
11.2 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
4.8 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
69
Broadlume Developing agent ready Sold to the publisher (sell side)
Broadlume is an all-in-one business platform for the flooring industry, serving more than 4,000 retailers and 300+ manufacturers. Its products span lead-gene...
Composite
50.0
Agent
47.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 50.0/100 · developing
Contract Quality
14.0 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.7 / 13
Governance
2.5 / 12
Discoverability
8.7 / 10
Agent readiness — 47/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
70
SiteJabber Developing agent aware
SiteJabber is a consumer review platform, rebranded as SmartCustomer at smartcustomer.com, where shoppers read and write reviews about online businesses, ser...
Composite
49.9
Agent
27.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 49.9/100 · developing
Contract Quality
13.1 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
3.4 / 13
Governance
2.5 / 12
Discoverability
8.7 / 10
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
71
PowerReviews Developing agent ready Sold to the publisher (sell side)
PowerReviews provides ratings and reviews software and APIs for collecting, syndicating, and displaying user-generated reviews, questions, and answers so sho...
Composite
49.7
Agent
56.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 49.7/100 · developing
Contract Quality
11.2 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
6.5 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 56/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
72
Session AI Developing agent ready Sold to the publisher (sell side)
Session AI (formerly ZineOne) is an ecommerce AI platform that uses agentic decisioning to optimize promotions and customer experiences in real time. Its Ses...
Composite
49.4
Agent
48.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 49.4/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
3.1 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
73
BYBE Developing agent native Sold to the publisher (sell side)
BYBE, Inc. is a promotion platform for the beer, wine, and spirits industry, connecting alcohol beverage brands, retailers, and consumers through digital cas...
Composite
49.1
Agent
55.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 49.1/100 · developing
Contract Quality
11.2 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
13.2 / 20
Operational Transparency
2.7 / 13
Governance
2.5 / 12
Discoverability
8.7 / 10
Regulatory · Payments
5.9 / 15
Agent readiness — 56/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
74
SkimBit Developing agent ready Sold to the publisher (sell side)
SkimBit Ltd, operating as Skimlinks, is a London-founded content-monetization and affiliate-marketing platform (now part of Taboola) that helps publishers an...
Composite
48.5
Agent
50.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 48.5/100 · developing
Contract Quality
16.9 / 25
Developer Ergonomics
9.0 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
5.1 / 13
Governance
1.4 / 12
Discoverability
9.3 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
75
CRM Bonus Developing agent native Sold to the publisher (sell side)
CRM Bonus (CRMBonus) is a Brazilian retail technology platform for customer acquisition, conversion, and loyalty. Its products include Giftback cashback and ...
Composite
47.9
Agent
67.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 47.9/100 · developing
Contract Quality
12.7 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
5.5 / 13
Governance
2.5 / 12
Discoverability
8.7 / 10
Agent readiness — 68/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
76
Octane AI Developing agent ready
Octane AI is an AI-powered quiz and product-recommendation platform for Shopify merchants, turning storefront browsers into buyers with no-code personalized ...
Composite
47.4
Agent
37.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 47.4/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
1.7 / 13
Governance
1.5 / 12
Discoverability
6.9 / 10
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
77
Famous Developing agent ready Sold to the publisher (sell side)
Famous (famous.co) returns a 301 to Amaze (amaze.co), the creator-commerce platform operated by Amaze Holdings, Inc. Amaze describes itself as building the o...
Composite
47.3
Agent
36.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 47.3/100 · developing
Contract Quality
9.9 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
2.1 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
78
Ciloo Developing agent ready
Ciloo is a Rotterdam-headquartered global platform for branded products and promotional merchandise. Enterprises run a branded Ciloo store — business cards, ...
Composite
47.1
Agent
59.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 47.1/100 · developing
Contract Quality
17.5 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
1.0 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 59/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
79
Metrilo Developing agent ready Sold to the advertiser (buy side)
Metrilo is a plug-and-play ecommerce growth platform that combines real-time analytics, an ecommerce CRM, and email marketing for online brands. Founded in 2...
Composite
47.0
Agent
48.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 47.0/100 · developing
Contract Quality
3.6 / 25
Developer Ergonomics
12.1 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
2.7 / 13
Governance
2.5 / 12
Discoverability
9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
80
Instant Commerce Developing agent aware
Instant Commerce (product: Instant, instant.so) is an Amsterdam- and Miami-based AI-native eCommerce software company that builds an AI-powered, no-code page...
Composite
45.7
Agent
26.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 45.7/100 · developing
Contract Quality
0.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
5.5 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
81
Poptin Developing agent aware Sold to the advertiser (buy side)
Poptin is an Israeli-founded, no-code conversion and lifecycle marketing platform that bundles website popups, bars, embedded forms, coupons, email campaigns...
Composite
45.2
Agent
33.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 45.2/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.8 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
82
Fermat Developing agent ready
FERMÀT is an AI-native commerce platform that consolidates the shopper analytics, personalization, and experimentation stack into a single agentic system for...
Composite
45.0
Agent
52.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 45.0/100 · developing
Contract Quality
12.4 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
2.1 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
83
Emotive Developing agent ready Sold to the advertiser (buy side)
Emotive is an SMS marketing platform for eCommerce brands, combining two-way conversational text messaging, behavioral triggers, and automation with a dedica...
Composite
44.9
Agent
39.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 44.9/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
2.1 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Regulatory · Telecommunications
5.0 / 15
Agent readiness — 40/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
84
EZR Developing agent ready Sold to the publisher (sell side)
EZR (上海驿氪 / Shanghai EasyRetailPro) is a Shanghai-based retail marketing technology company founded in 2015 that builds SCRM and new-retail CRM software for ...
Composite
44.1
Agent
45.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 44.1/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
2.1 / 20
Operational Transparency
5.8 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
85
Trend Developing agent ready
Trend (branded "Trend by soona") is a user-generated content (UGC) platform that connects brands with a network of vetted independent creators to produce cus...
Composite
43.7
Agent
47.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 43.7/100 · developing
Contract Quality
10.6 / 25
Developer Ergonomics
7.8 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
0.7 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Regulatory · Payments
5.9 / 15
Agent readiness — 47/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
86
Amboras Developing agent aware Sold to the publisher (sell side)
Amboras is an AI-native e-commerce platform - positioned as "the AI-native Shopify" - that puts an entire online store on autopilot. Merchants build or rebui...
Composite
43.4
Agent
20.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 43.4/100 · developing
Contract Quality
0.0 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
6.2 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Regulatory · Payments
8.4 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Thin 22 28 – 41.9 Limited machine-readable signal beyond documentation a human can read.
87
Lily AI Thin agent ready Sold to the publisher (sell side)
Lily AI, Inc. is a retail product-intelligence company whose platform, Lily Max, enriches e-commerce product catalogs so that products are legible to adverti...
Composite
41.4
Agent
36.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 41.4/100 · thin
Contract Quality
9.9 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
6.2 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 36/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
88
WebsitePros Thin agent ready
WebsitePros, now operating as Web.com, is an American company that provides website building, web hosting, domain registration, e-commerce, and online market...
Composite
41.4
Agent
50.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 41.4/100 · thin
Contract Quality
14.3 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
0.0 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
89
Grin Thin agent aware
GRIN is a creator management and influencer marketing platform for consumer and eCommerce brands, operating in the creator economy. Brands use GRIN to discov...
Composite
40.9
Agent
23.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 40.9/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
3.4 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
90
Epsilon Thin agent ready Sold to the publisher (sell side)
Epsilon is a Publicis Groupe marketing and advertising technology company that operates identity-led, data-driven marketing across paid, owned and earned cha...
Composite
40.5
Agent
43.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 40.5/100 · thin
Contract Quality
12.6 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
0.0 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Agent readiness — 43/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
91
Ibotta Thin agent aware Sold to the publisher (sell side)
Ibotta is a Denver-based consumer technology company (NYSE: IBTA) that operates a cash-back rewards platform and the Ibotta Performance Network (IPN), a digi...
Composite
38.9
Agent
28.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 38.9/100 · thin
Contract Quality
13.6 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.1 / 13
Governance
2.5 / 12
Discoverability
8.7 / 10
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
92
AdReady (CPXi) Thin agent ready Sold to the publisher (sell side)
AdReady is a digital advertising execution brand operated by Digital Remedy (formerly CPX Interactive / CPXi). Digital Remedy runs an omnichannel advertising...
Composite
37.8
Agent
52.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 37.8/100 · thin
Contract Quality
9.6 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
2.1 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 52/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
93
MODIVO Thin agent ready Sold to the publisher (sell side)
MODIVO is a Polish multibrand fashion and lifestyle retailer that operates one of the largest fashion e-commerce platforms in Central and Eastern Europe, sel...
Composite
37.5
Agent
45.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 37.5/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
1.0 / 13
Governance
2.5 / 12
Discoverability
8.2 / 10
Regulatory · Payments
5.9 / 15
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
94
Flipp (Wishabi) Thin agent ready Sold to the publisher (sell side)
Flipp (operated by Wishabi) is a Toronto-based retail media and digital merchandising company that connects retailers, brands, and consumers through shoppabl...
Composite
37.2
Agent
36.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 37.2/100 · thin
Contract Quality
11.0 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
2.7 / 13
Governance
2.5 / 12
Discoverability
7.6 / 10
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
95
Albertsons Thin agent ready Sold to the publisher (sell side)
Albertsons Companies is one of the largest food and drug retailers in the United States, operating supermarkets and pharmacies under banners including Albert...
Composite
36.1
Agent
47.7
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 36.1/100 · thin
Contract Quality
8.0 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
0.0 / 13
Governance
8.3 / 12
Discoverability
9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
96
Kudobuzz Thin agent aware
Kudobuzz is a reviews, user-generated content (UGC) and conversion-rate-optimization platform for ecommerce merchants. It collects, moderates and displays pr...
Composite
35.6
Agent
23.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 35.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
12.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.1 / 13
Governance
0.4 / 12
Discoverability
7.6 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
97
Qeen.AI Thin agent aware
Qeen (qeen.ai) is a Dubai-based AI company serving e-commerce brands across the GCC and wider MENA region. Founded in 2023 by former Google and DeepMind rese...
Composite
35.3
Agent
19.4
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 35.3/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
2.7 / 13
Governance
1.5 / 12
Discoverability
9.3 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
98
Vizit Thin agent aware Sold to the publisher (sell side)
Vizit (Vizit Labs, Inc.) is a Boston-based Visual AI company whose platform predicts, measures, optimizes and monitors the effectiveness of ecommerce visual ...
Composite
34.6
Agent
23.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 34.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
12.5 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
6.2 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server derived
3.0 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
99
Passionfroot Thin agent aware
Passionfroot is a Berlin-based platform for creator-led go-to-market (GTM), pairing a self-service marketplace where business, productivity, and thought-lead...
Composite
33.0
Agent
18.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 33.0/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
4.8 / 13
Governance
1.5 / 12
Discoverability
6.9 / 10
Regulatory · Payments
5.6 / 15
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
100
Repeat Thin agent aware
Repeat is a lifecycle and retention marketing platform for consumer packaged goods (CPG) and e-commerce brands, now operated as a product of Stamped. It conn...
Composite
32.2
Agent
24.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 32.2/100 · thin
Contract Quality
12.9 / 25
Developer Ergonomics
3.0 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
101
iZotope Thin agent ready Sold to the advertiser (buy side)
iZotope is a Cambridge, Massachusetts audio software company founded in 2001 that builds professional plugins for music production, audio repair, mixing, and...
Composite
30.8
Agent
44.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 30.8/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.4 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 44/100 · agent ready
Machine-Readable Contract
0 / 18
Agentic Access Contract
10 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
102
Vidjet Thin human only
Vidjet is a shoppable video platform for e-commerce that lets merchants embed on-site video without impacting page speed. Merchants build video feeds, tag pr...
Composite
30.7
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 30.7/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
0.0 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
103
MAI Thin agent aware Sold to the advertiser (buy side)
MAI is an AI performance-marketing platform that runs autonomous AI agents to create, monitor, and optimize digital advertising campaigns 24/7 on behalf of b...
Composite
29.8
Agent
12.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 29.8/100 · thin
Contract Quality
2.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
7.6 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
104
Black Crow AI Thin agent aware
Black Crow AI is an ecommerce AI company that turns paid advertising traffic into predictable revenue using AI-generated post-click Storefronts. Storefronts ...
Composite
29.1
Agent
18.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 29.1/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.1 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
105
Rosetta.ai Thin human only Sold to both sides
Rosetta.ai is a Taipei-based e-commerce personalization and marketing automation platform that uses AI, image recognition, and deep learning to tailor the on...
Composite
29.0
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 29.0/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
106
Swiftly Thin agent aware Sold to the publisher (sell side)
Swiftly (Swiftly Systems, Inc.) is a Seattle-based retail technology company that sells an AI platform purpose-built for grocery, convenience and wholesale r...
Composite
29.0
Agent
30.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 29.0/100 · thin
Contract Quality
10.8 / 25
Developer Ergonomics
3.8 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
0.7 / 13
Governance
0.4 / 12
Discoverability
7.6 / 10
Agent readiness — 30/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
107
Ematic Solutions Thin agent aware Sold to the advertiser (buy side)
Ematic Solutions is a digital marketing and marketing-technology consultancy headquartered in Singapore that helps B2C brands across Asia Pacific build integ...
Composite
28.6
Agent
31.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 28.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
0.0 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
108
PebblePost Thin agent aware Sold to the publisher (sell side)
PebblePost is a New York-based commerce marketing platform that pioneered Programmatic Direct Mail (PDM) and now also operates a Performance CTV product. Its...
Composite
28.4
Agent
15.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 28.4/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
0.7 / 13
Governance
2.7 / 12
Discoverability
7.6 / 10
Agent readiness — 16/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Emerging 25 13 – 27.9 More than an index entry but still mostly links rather than artifacts.
109
Fetch Rewards Emerging agent aware Sold to the publisher (sell side)
Fetch (legally Fetch Rewards, LLC) is a Madison, Wisconsin consumer rewards platform whose mobile app lets shoppers scan paper receipts, connect e-receipts a...
Composite
27.7
Agent
25.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 27.7/100 · emerging
Contract Quality
11.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
2.1 / 13
Governance
1.4 / 12
Discoverability
7.8 / 10
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
110
Capterra Emerging agent aware Sold to the advertiser (buy side)
Capterra is one of the largest software review and comparison marketplaces, helping business buyers discover, research, and select software across hundreds o...
Composite
26.8
Agent
18.5
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 26.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
2.1 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
111
Remarkable AI Emerging agent aware
Remarkable AI is an AI-powered customer engagement platform for consumer and ecommerce brands, delivering 1:1 personalized messaging across email, SMS, and s...
Composite
26.8
Agent
6.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 26.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 7/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
112
Laurence Emerging agent aware Sold to the publisher (sell side)
Laurence is a New York City based Y Combinator (Winter 2026) company that automates Amazon advertising and marketplace management for brands. The platform ap...
Composite
26.0
Agent
31.1
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 26.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 13
Governance
1.5 / 12
Discoverability
8.7 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
113
Lucky Cart Emerging agent aware Sold to both sides
Lucky Cart is a French MarTech company specializing in retail media and smart commerce for grocery and consumer-goods retailers. It combines first-party tran...
Composite
25.3
Agent
12.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 25.3/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
0.7 / 13
Governance
1.5 / 12
Discoverability
8.2 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
114
Namogoo Emerging agent aware Sold to the publisher (sell side)
Namogoo Technologies Ltd. is an Israeli (Herzliya) commerce-technology company founded in 2014, originally known for Customer Journey Hijacking prevention an...
Composite
24.7
Agent
9.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 24.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
2.1 / 13
Governance
1.5 / 12
Discoverability
6.9 / 10
Agent readiness — 9/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
115
soona Emerging human only
soona is an all-in-one creative platform for ecommerce brands that produces and manages product photography, video, and user-generated content (UGC). Brands ...
Composite
24.4
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 24.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
116
Media Radar Emerging agent aware Sold to the publisher (sell side)
MediaRadar (now incorporating the data and capabilities of Vivvix) is a marketing and advertising intelligence platform that tracks advertising investment, c...
Composite
24.3
Agent
12.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 24.3/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
0.0 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
117
WeStock Emerging human only Sold to the publisher (sell side)
WeStock is a shopper-marketing platform that helps consumer packaged goods (CPG) brands drive product trial, build first-party retail audiences, and manage t...
Composite
23.4
Agent
3.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 23.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 4/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
118
LTK Emerging agent aware Sold to the publisher (sell side)
LTK (formerly rewardStyle / LIKEtoKNOW.it) is a creator commerce platform that connects shoppers, content creators, and brands, driving more than $6B in annu...
Composite
23.2
Agent
14.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 23.2/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.1 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 15/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
119
GoAudience Emerging human only Sold to the advertiser (buy side)
GoAudience is a customer-intelligence platform for Shopify ecommerce brands that turns first-party customer data into marketing decisions. It builds stable c...
Composite
23.0
Agent
3.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 23.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.9 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 4/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
120
ALLSALE Corp. Emerging human only Sold to the advertiser (buy side)
ALLSALE Corp. operates ALLSALE, a TikTok Shop growth and creator-marketing automation platform for consumer brands. It runs three AI agents — a Creator Disco...
Composite
22.5
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 22.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.9 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
121
Breef Emerging human only
Breef is an online agency marketplace and payments platform that connects brands with vetted marketing, creative, digital and web agencies. Founded in New Yo...
Composite
22.2
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 22.2/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Regulatory · Payments
3.3 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
122
Cloud Commerce Emerging human only
Cloud Commerce (CloudCommerce) is a Bangkok, Thailand-based venture tech builder helping small and medium enterprises across Southeast Asia sell globally. Ba...
Composite
22.0
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 22.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
4.8 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
123
Revie Emerging human only
Revie is an AI-powered customer review collection and WhatsApp marketing automation platform for e-commerce businesses, with a focus on the Latin American ma...
Composite
21.9
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 21.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.0 / 20
Commercial Clarity
13.2 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
124
Webloyalty Emerging agent aware Sold to the publisher (sell side)
Webloyalty is a customer-engagement and loyalty-marketing company that helps ecommerce and retail businesses build stronger, more profitable customer relatio...
Composite
20.0
Agent
23.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 20.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
2.1 / 13
Governance
1.5 / 12
Discoverability
5.7 / 10
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
125
RetainIQ Emerging human only Sold to the advertiser (buy side)
RetainIQ is a full-service retention-marketing agency for direct-to-consumer (D2C) brands, delivering lifecycle email and SMS programs. Its work spans automa...
Composite
17.8
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 17.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Regulatory · Telecommunications
2.9 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
126
Yieldify * Emerging human only Sold to the advertiser (buy side)
Yieldify is a website personalization and conversion rate optimization (CRO) platform for ecommerce brands, founded in 2013 in London by Jay Radia and backed...
Composite
16.5
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 16.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.0 / 13
Governance
1.5 / 12
Discoverability
6.9 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
127
CoolerX Emerging agent aware Sold to the publisher (sell side)
CoolerX — formerly Cooler Screens — is an in-store retail media and merchandising technology company that turns cooler doors, endcaps, checkout coolers and p...
Composite
16.0
Agent
26.6
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 16.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
2.1 / 20
Operational Transparency
0.0 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
12 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
128
Property Capsule Emerging agent aware Sold to both sides
Property Capsule (PropertyCapsule) is a retail and commercial real estate marketing automation and prospecting platform for landlords and brokers. It central...
Composite
16.0
Agent
6.8
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 16.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
8.7 / 10
Agent readiness — 7/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
129
TNL Mediagene Emerging human only Sold to the publisher (sell side)
TNL Mediagene is a next-generation digital and technology media group serving millennial and Gen Z audiences across Asia. Formed from the 2023 merger of Taiw...
Composite
15.7
Agent
5.9
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 15.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
0.7 / 13
Governance
1.5 / 12
Discoverability
7.6 / 10
Agent readiness — 6/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
130
Cuponomia Emerging human only
Cuponomia is a Brazilian coupons and cashback platform that helps consumers save money on online purchases from more than 2,000 partner retailers. A pioneer ...
Composite
14.6
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 14.6/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
131
Atolls Emerging agent aware Sold to the publisher (sell side)
Atolls (formerly Global Savings Group) is a Munich-based consumer commerce-content company that operates the world's largest shopping engagement platform, ru...
Composite
14.4
Agent
15.3
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 14.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
2.1 / 20
Operational Transparency
1.4 / 13
Governance
1.5 / 12
Discoverability
6.9 / 10
Agent readiness — 15/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
3 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
132
Makrwatch Emerging human only
Makrwatch is a creator representation and sponsorship management platform that sits between independent content creators and brands. It sources and filters b...
Composite
14.1
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 14.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.9 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
133
MoonFruit Emerging human only
MoonFruit is a directory platform that connects businesses with vetted digital marketing agencies worldwide, letting users search and filter agencies by serv...
Composite
13.9
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 13.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Minimal 13 0 – 12.9 Index entry only; little beyond a description and a link.
134
Profitero Minimal human only Sold to the publisher (sell side)
Profitero+ is an eCommerce data, technology and services platform that helps consumer brands measure and grow their digital shelf presence across major retai...
Composite
12.5
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 12.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
135
CommerceIQ Minimal human only Sold to the publisher (sell side)
CommerceIQ is an AI-powered ecommerce platform that helps consumer brands win in algorithmic retail across sales, digital shelf, retail media, and content ex...
Composite
12.2
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 12.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
3.7 / 20
Operational Transparency
0.0 / 13
Governance
1.5 / 12
Discoverability
5.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
136
Clicktivated Minimal human only Sold to the publisher (sell side)
Clicktivated is a video technology platform that turns existing video content into interactive, shoppable experiences without re-shooting or re-editing. Its ...
Composite
10.6
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 10.6/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
2.1 / 20
Operational Transparency
0.0 / 13
Governance
1.5 / 12
Discoverability
5.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
137
Omnicom Group Minimal human only Sold to both sides
Omnicom Group Inc. (NYSE: OMC) is the world's largest marketing and sales communications holding company, formed in its current shape when Omnicom completed ...
Composite
10.6
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 10.6/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
138
Free Agency Minimal human only
Free Agency is a careers company and talent marketplace that pairs technology professionals with an AI-powered Talent Agent which proactively surfaces releva...
Composite
9.5
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 9.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
139
Digital Room Minimal human only
Digital Room is an e-commerce and manufacturing company that for nearly three decades has helped small and medium-sized businesses reach customers, promote p...
Composite
9.4
Agent
3.2
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 9.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.9 / 20
Commercial Clarity
2.1 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
140
PearPop Minimal human only
Pearpop, Inc. is a Los Angeles-based creator marketing company founded in October 2020 by Cole Mason and Guy Oseary. It began as a two-sided social collabora...
Composite
9.2
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 9.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
141
Shoelace Minimal human only Sold to the advertiser (buy side)
Shoelace is an omni-channel growth marketing agency for direct-to-consumer (DTC) and e-commerce brands, founded in 2015 and trusted by 300+ brands. The team ...
Composite
6.2
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 6.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
142
Advolve.AI Minimal human only Sold to the advertiser (buy side)
Advolve.AI is an AI-driven performance-marketing and customer-acquisition platform for e-commerce brands and marketplaces, offering an end-to-end solution to...
Composite
5.7
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 5.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
143
ruhnn Minimal human only
Ruhnn Holding Limited (如涵控股) is a Hangzhou-based Chinese influencer (KOL) incubation, marketing, and e-commerce company. It pioneered the "internet celebrity...
Composite
5.7
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 5.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
144
Shopzilla Minimal human only Sold to the publisher (sell side)
Shopzilla is a comparison-shopping brand that lets consumers search across thousands of merchants to compare products, prices, and merchant ratings. Original...
Composite
5.7
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 5.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
145
Brightloom Minimal human only Sold to both sides
Brightloom is a San Francisco customer data and customer intelligence platform for restaurant and retail brands. It began as Eatsa, the automated quinoa-bowl...
Composite
5.0
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 5.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
146
Propagate Minimal human only
Propagate (Propagate Brands) is an e-commerce accelerator and equity syndication platform founded by JD Jernigan and backed by 500 Global. It partners with e...
Composite
5.0
Agent
0.0
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Composite quality — 5.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4